AI Cinematic Realism explains how synthetic images achieve cinematic meaning through perceptual, environmental, and authorial coherence rather than photographic capture, emphasizing emotional plausibility, atmospheric continuity, spatial logic, and narrative implication as the foundations of cinematic feeling in generative media.